AI IN CYBERSECURITY

VaaniX

Catch AI voice-clone scams during the call — before the money moves.

Generative AI can replicate any family member’s voice from just 3 seconds of audio. VaaniX listens to seconds 5 to 15 of suspicious calls, verifies biometric vocal authenticity using deep acoustic models, and halts fraudulent transfers in real time.

10-Second Acoustic AnalysisTransparent Dual ScoringZero Call Audio Stored
10:42
5G

+91 98765 43210

Unknown Caller · 00:14
Analyzing

AI VOICE DETECTED

Acoustic biometric anomaly detected. High synthetic clone probability.

87/ 100 Risk
Claims: Rahul (Son)

Instant Telegram alert sent to your registered account

Live call interception overlay (Slide 1 & 4)
THE REALITY

The AI Voice-Clone Threat in India

Criminal syndicates weaponize generative voice cloning to impersonate sons, daughters, and officials. Traditional spam call filters fail completely because the voice sounds authentic to the parent.

47%

of Indian adults have faced, or know someone hit by, an AI voice scam (global average: 25%)

83%

of Indian victims lost money; 48% of them lost over ₹50,000 to fraud

3 sec

of audio was enough for an 85% voice match in security evaluations

3×

Indians lost ₹22,845 crore to cyber fraud in 2024, up from ₹7,465 crore in 2023

27%

of deepfake speech samples were missed by people in a 529-person study, even after training

How the Voice-Clone Scam Plays Out

Step 01

Voice Harvesting

Scammers capture 3 seconds of voice from social media videos or a 2-second blank robocall.

Step 02

Neural Cloning

Deep generative AI clones the family member’s pitch, tone, vocal cadence, and accent in seconds.

Step 03

The Distress Call

“Mummy, accident ho gaya, police station mein hoon, jaldi paise bhejo!”

Step 04

Panic & Payment

The terrified parent sends funds via UPI before hanging up or verifying with family.

HOW IT WORKS

10 Seconds to Absolute Certainty

VaaniX does not tap or record entire phone calls. It monitors a single 10-second window (seconds 5 to 15), processes acoustics and transcript in parallel, and scores risk transparently.

0s (Call connects)5s15s~25s (Result)
Wait 5s (greetings)
10-second listening window
Parallel Analysis (~10s)
Caller picks upAcoustic Model ∥ Speech-to-TextInstant Warning & Alerts

Call Connects

0s · Ringing connects

Skip Greetings

0s–5s · Ignore intro

10s Recording

5s–15s · Mono 16kHz

Nes2Net-X Voice Biometrics (70%)
faster-whisper Transcript (30%)
AI Voice?
YES →

AI Detected

Risk ≥ 60 & Voice ≥ 50

NO →

Real Voice

Risk < 40

Under The Hood (Biometric & Semantic Dual Verification)

VaaniX records a 10-second clip of the call and checks it two ways: the Nes2Net-X model tells whether the voice is real or AI-generated, and the transcript shows who the caller claims to be and picks up any scam words. Both results are combined into one risk score from 0 to 100, and a high score instantly triggers the alerts.

DEFENSE MECHANISM

Three Instant Lines of Defense

When a voice clone is identified, alerts fire simultaneously across the screen, your Telegram, and to the real family member being impersonated.

10:42
5G
Live Call ProtectedThreat Level High

AI VOICE DETECTED

Do NOT transfer money or share OTPs.

87 / 100
1. In-Call Overlay Screen

On-Screen Intervention

Direct floating overlay informs the victim of synthetic speech during the active call.

VaaniX Botbot
Verified Alert System
⚠️ AI-cloned voice detectedRisk 87/100
Call from +91 98765 43210 · 10:42 AM
Claimed Identity: Rahul (Son)
Said: 'accident, jaldi paise, upi'
Do NOT approve UPI payments. Verify independently.
Just now

Telegram Alert to You

Instant notification with pre-drafted reporting links and 1-tap helpline access.

VaaniX Botbot
Verified Alert System
🛡️ Family Impersonation Check
Urgent Verification · 10:42 AM
Someone is using YOUR VOICE to call your mother right now. Are you on a call with her?
If this is not you, tap 'No, it's a scam' immediately to warn her.
Just now

Impersonation Shield

The real family member receives a prompt: “Is it you?” Tapping “No” immediately confirms the scam.

FAMILY PROTECTION

Family Circle & Live Transcript Inspection

Add your children, spouse, and parents. When a caller claims to be your son, VaaniX cross-references your family relationships and verifies the claim in real time.

Protected Family Circle

Each member joins via a simple Telegram invite link (t.me/Prevent_Scambot).

YOUProtected
RahulSon
AnanyaDaughter
VikramFather
PoojaMother
Connected via Telegram
Pending Invite

Call Transcript

Hindi / Hinglish
→ Caller claims to be: Rahul (Son)
5.1s

Mummy, mera car accident ho gaya hai.

8.0s

Police khadi hai, jaldi se 25,000 paise upi bhejo.

11.8s

Papa ko mat batana abhi, emergency hai.

Flagged Keywords:accidentpaisejaldiupipolice
How Claim Extraction Works

Natural language extraction detects family terminology (“Mummy” → caller claims to be child; “Beta” → claims to be parent) and fuzzy matches names against your registered group members with Levenshtein distance ≤ 1.

DEFENSE ECOSYSTEM

Scam Radar & Payment Guard

Collective protection across callers before pickup, and automated financial friction after the call.

Scam Radar Community Lookup

Fast (< 300ms)

While the phone is ringing, the caller’s number is queried against the decentralized Scam Radar index. If 3 or more users flagged the number in 24 hours, a warning pop-up alerts you before answering.

+91 98765 43210POTENTIAL SCAM (4 reports)

Most reported scam category: Fake Police / Arrest Impersonation

Explore Scam Radar →

Note: Numbers can be spoofed. VaaniX warns, it never blocks. No reporter identities are ever exposed.

Payment Guard Intercept

Coming in Android App

For 30 minutes following an AI-flagged call, opening any UPI or banking application (Google Pay, PhonePe, Paytm, BHIM, YONO) initiates a mandatory 60-second cooldown screen.

60-Second UPI Cooldown Active

“You just finished an AI voice-flagged call. Pause and call your family member on a trusted number before transferring funds.”

Android accessibility & usage stats guard (SDK planned)
ACTION & INTEGRATIONS

One-Tap Reporting & Developer API

Streamline reporting to law enforcement and financial institutions, or embed deepfake audio detection directly into fintech mobile applications.

Official Escalation Channels

Pre-fills official complaint email with cryptographic audio SHA-256 hash

Drafts emergency transaction freeze notice to your registered bank fraud desk

One-tap dialer for the National Cyber Crime Helpline (stops financial flight)

Provides user feedback to refine scoring and exclude numbers from radar

Developer REST API

Read API Docs
POST/api/v1/analyze

Submit 10s audio WAV; returns biometrics, transcript, and risk score

POST/api/v1/complaint

Generates structured JSON complaint package with signed evidence link

GET/api/v1/radar/lookup

Sub-300ms number reputation query for telecom and caller-ID apps

SDKsatyavoice-sdk

Embeddable Android module for banking and UPI applications (Planned)

ECOSYSTEM IMPACT

Who VaaniX Protects

Engineered for Indian families, financial institutions, and cyber crime investigation units.

Senior Citizens & Families

Shields parents and grandparents from extortion calls faking their children's voices in mock accidents, hospital emergencies, or digital arrest scams.

Banks & UPI Applications

Integrate acoustic scoring and automated transaction cooldowns before victims authorize irrevocable immediate payments.

Telecoms & Law Enforcement

Generates immutable SHA-256 evidence digests and structured complaint formats for state cyber crime cells and helpline 1930 operators.

Your voice is your identity. VaaniX protects it.

Real-time acoustic AI voice-clone verification and family impersonation shield.